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Voxel-based analysis unveils regional dose differences associated with radiation-induced morbidity in head and neck cancer patients

The risk of radiation-induced toxicity in patients treated for head and neck (HN) cancer with radiation therapy (RT) is traditionally estimated by condensing the 3D dose distribution into a monodimensional cumulative dose-volume histogram which disregards information on dose localization. We hypothe...

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Autores principales: Monti, Serena, Palma, Giuseppe, D’Avino, Vittoria, Gerardi, Marianna, Marvaso, Giulia, Ciardo, Delia, Pacelli, Roberto, Jereczek-Fossa, Barbara A., Alterio, Daniela, Cella, Laura
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5543173/
https://www.ncbi.nlm.nih.gov/pubmed/28775281
http://dx.doi.org/10.1038/s41598-017-07586-x
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author Monti, Serena
Palma, Giuseppe
D’Avino, Vittoria
Gerardi, Marianna
Marvaso, Giulia
Ciardo, Delia
Pacelli, Roberto
Jereczek-Fossa, Barbara A.
Alterio, Daniela
Cella, Laura
author_facet Monti, Serena
Palma, Giuseppe
D’Avino, Vittoria
Gerardi, Marianna
Marvaso, Giulia
Ciardo, Delia
Pacelli, Roberto
Jereczek-Fossa, Barbara A.
Alterio, Daniela
Cella, Laura
author_sort Monti, Serena
collection PubMed
description The risk of radiation-induced toxicity in patients treated for head and neck (HN) cancer with radiation therapy (RT) is traditionally estimated by condensing the 3D dose distribution into a monodimensional cumulative dose-volume histogram which disregards information on dose localization. We hypothesized that a voxel-based approach would identify correlations between radiation-induced morbidity and local dose release, thus providing a new insight into spatial signature of radiation sensitivity in composite regions like the HN district. This methodology was applied to a cohort of HN cancer patients treated with RT at risk of radiation-induced acute dysphagia (RIAD). We implemented an inter-patient elastic image registration framework that proved robust enough to match even the most elusive HN structures and to provide accurate dose warping. A voxel-based statistical analysis was then performed to test regional dosimetric differences between patients with and without RIAD. We identified a significantly higher dose delivered to RIAD patients in two voxel clusters in correspondence of the cricopharyngeus muscle and cervical esophagus. Our study goes beyond the well-established organ-based philosophy exploring the relationship between radiation-induced morbidity and local dose differences in the HN region. This approach is generally applicable to different HN toxicity endpoints and is not specific to RIAD.
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spelling pubmed-55431732017-08-07 Voxel-based analysis unveils regional dose differences associated with radiation-induced morbidity in head and neck cancer patients Monti, Serena Palma, Giuseppe D’Avino, Vittoria Gerardi, Marianna Marvaso, Giulia Ciardo, Delia Pacelli, Roberto Jereczek-Fossa, Barbara A. Alterio, Daniela Cella, Laura Sci Rep Article The risk of radiation-induced toxicity in patients treated for head and neck (HN) cancer with radiation therapy (RT) is traditionally estimated by condensing the 3D dose distribution into a monodimensional cumulative dose-volume histogram which disregards information on dose localization. We hypothesized that a voxel-based approach would identify correlations between radiation-induced morbidity and local dose release, thus providing a new insight into spatial signature of radiation sensitivity in composite regions like the HN district. This methodology was applied to a cohort of HN cancer patients treated with RT at risk of radiation-induced acute dysphagia (RIAD). We implemented an inter-patient elastic image registration framework that proved robust enough to match even the most elusive HN structures and to provide accurate dose warping. A voxel-based statistical analysis was then performed to test regional dosimetric differences between patients with and without RIAD. We identified a significantly higher dose delivered to RIAD patients in two voxel clusters in correspondence of the cricopharyngeus muscle and cervical esophagus. Our study goes beyond the well-established organ-based philosophy exploring the relationship between radiation-induced morbidity and local dose differences in the HN region. This approach is generally applicable to different HN toxicity endpoints and is not specific to RIAD. Nature Publishing Group UK 2017-08-03 /pmc/articles/PMC5543173/ /pubmed/28775281 http://dx.doi.org/10.1038/s41598-017-07586-x Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Monti, Serena
Palma, Giuseppe
D’Avino, Vittoria
Gerardi, Marianna
Marvaso, Giulia
Ciardo, Delia
Pacelli, Roberto
Jereczek-Fossa, Barbara A.
Alterio, Daniela
Cella, Laura
Voxel-based analysis unveils regional dose differences associated with radiation-induced morbidity in head and neck cancer patients
title Voxel-based analysis unveils regional dose differences associated with radiation-induced morbidity in head and neck cancer patients
title_full Voxel-based analysis unveils regional dose differences associated with radiation-induced morbidity in head and neck cancer patients
title_fullStr Voxel-based analysis unveils regional dose differences associated with radiation-induced morbidity in head and neck cancer patients
title_full_unstemmed Voxel-based analysis unveils regional dose differences associated with radiation-induced morbidity in head and neck cancer patients
title_short Voxel-based analysis unveils regional dose differences associated with radiation-induced morbidity in head and neck cancer patients
title_sort voxel-based analysis unveils regional dose differences associated with radiation-induced morbidity in head and neck cancer patients
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5543173/
https://www.ncbi.nlm.nih.gov/pubmed/28775281
http://dx.doi.org/10.1038/s41598-017-07586-x
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